Greedy Active Learning Algorithm for Logistic Regression Models

Hsiang-Ling Hsu, Yuan-Chin Ivan Chang, Ray-Bing Chen

We study a logistic model-based active learning procedure for binary classification problems, in which we adopt a batch subject selection strategy with a modified sequential experi…